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Derek Minnema
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#1,007,996 of 1,938,155 in Media & Entertainment for AI visibility
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Derek Minnema just got measured.
4/10 means Derek Minnema is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Derek Minnema
Instagram X-twitter Derek Minnema Transportation Official | Infrastructure Strategist | Podcast Host Derek Minnema Transportation Official | Infrastructure Strategist | Podcast Host Listen & Subscribe Apple Spotify Youtube Rss Podcast Between Two Shovels As host of the Between Two Shovels podcast, Derek brings transparent, educational conversations about infrastructure delivery to the public.
Key Topics
Details
Industry: Media & Entertainment
derekminnema.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
5
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Derek Minnema.
Source & Attribution
Scored by Engagemii on July 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/derekminnema
Cite this score: Engagemii (2026). "AEO Score for Derek Minnema." Retrieved from https://engagemii.com/aeo/brands/derekminnema
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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